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Tsallis entropy and cortical dynamics: the analysis of EEG signals

Author

Listed:
  • Capurro, A.
  • Diambra, L.
  • Lorenzo, D.
  • Macadar, O.
  • Martin, M.T.
  • Mostaccio, C.
  • Plastino, A.
  • Rofman, E.
  • Torres, M.E.
  • Velluti, J.

Abstract

We undertake the study of EEG-signals by recourse to a wavelet based multiresolution analysis as adapted to an information-measure-scenario. Different information measures are employed. It is shown that non-extensive ones seem to be of particular usefulness.

Suggested Citation

  • Capurro, A. & Diambra, L. & Lorenzo, D. & Macadar, O. & Martin, M.T. & Mostaccio, C. & Plastino, A. & Rofman, E. & Torres, M.E. & Velluti, J., 1998. "Tsallis entropy and cortical dynamics: the analysis of EEG signals," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 257(1), pages 149-155.
    • Handle: RePEc:eee:phsmap:v:257:y:1998:i:1:p:149-155
    DOI: 10.1016/S0378-4371(98)00137-X
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    Citations

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    Cited by:

    1. A. Plastino & Mario C. Rocca, 2015. "On the Nature of the Tsallis–Fourier Transform," Mathematics, MDPI, vol. 3(3), pages 1-9, July.
    2. Zunino, L. & Pérez, D.G. & Kowalski, A. & Martín, M.T. & Garavaglia, M. & Plastino, A. & Rosso, O.A., 2008. "Fractional Brownian motion, fractional Gaussian noise, and Tsallis permutation entropy," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 387(24), pages 6057-6068.
    3. Miśkiewicz, Janusz, 2016. "Improving quality of sample entropy estimation for continuous distribution probability functions," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 450(C), pages 473-485.
    4. Kamlesh Kumar Raghuvanshi & Arun Agarwal & Amit Kumar Singh & Khushboo Jain, 2023. "Time-dependent entropic analysis of software bugs," International Journal of System Assurance Engineering and Management, Springer;The Society for Reliability, Engineering Quality and Operations Management (SREQOM),India, and Division of Operation and Maintenance, Lulea University of Technology, Sweden, vol. 14(5), pages 1718-1725, October.

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